Negative prompts for the inference api

radames · February 27, 2023, 9:10pm

Yes we’ve recently add the negative prompt to the API

Here is a request example in Javascript

fetch(
  "https://api-inference.huggingface.co/models/stabilityai/stable-diffusion-2",
  {
    method: "POST",
    headers: {
      "content-type": "application/json",
    },
    body: JSON.stringify({
      inputs:
        "award winning high resolution photo of a giant tortoise/((ladybird)) hybrid, [trending on artstation]",
      negative_prompt: "blurry",
    }),
  }
)
  .then((res) => res.blob())
  .then((blob) => {
    const tab = window.open((target = "_blank"));
    tab.location.href = window.URL.createObjectURL(blob);
  });

github.com

huggingface/api-inference-community/blob/6f39af264188099a8929cd2a0148b85c7690b0c4/docker_images/diffusers/app/pipelines/text_to_image.py#L57


      
                  self.ldm.unet.load_attn_procs(
                      model_id, use_auth_token=os.getenv("HF_API_TOKEN")
                  )
          
          
    if isinstance(self.ldm, (StableDiffusionPipeline, AltDiffusionPipeline)):
                  self.ldm.scheduler = DPMSolverMultistepScheduler.from_config(
                      self.ldm.scheduler.config
                  )
          
          
def __call__(
              self, inputs: str, inference_steps=25, negative_prompt=None, **kwargs
          ) -> "Image.Image":
              """
              Args:
                  inputs (:obj:`str`):
                      a string containing some text
              Return:
                  A :obj:`PIL.Image` with the raw image representation as PIL.
              """
          
          
    if kwargs:

Blockquote

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Negative prompts for the inference api

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